Pith Number

pith:WKDOCSSD

pith:2020:WKDOCSSDIQS67NCJKFM7SUB42T

not attested not anchored not stored refs pending

Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering

Annibale Panichella, Cynthia C. S. Liem

arxiv:2012.08387 v1 · 2020-12-15 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WKDOCSSDIQS67NCJKFM7SUB42T}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Auto-DSM Under the Lens: A Black-Box Evaluation Framework for LLM-Based DSM Generation

Receipt and verification

First computed	2026-07-05T01:59:42.902597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b286e14a434425efb4495159f9503cd4e6d060ffa5656a292f0e3c45f276e773

Aliases

arxiv: 2012.08387 · arxiv_version: 2012.08387v1 · doi: 10.48550/arxiv.2012.08387 · pith_short_12: WKDOCSSDIQS6 · pith_short_16: WKDOCSSDIQS67NCJ · pith_short_8: WKDOCSSD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/WKDOCSSDIQS67NCJKFM7SUB42T \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b286e14a434425efb4495159f9503cd4e6d060ffa5656a292f0e3c45f276e773

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83d30e84bd6cf0680d610fbe0b3941a76732c3934586d6372fe1c51cde256d5c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-12-15T16:01:21Z",
    "title_canon_sha256": "1eb994216c4da5634636bb7c3cb973496d7f30549f64bbb00cbf013720d2929d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.08387",
    "kind": "arxiv",
    "version": 1
  }
}